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ORCIDManiraman Periyasamy
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2020 – today
- 2024
[c3]Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
BCQQ: Batch-Constraint Quantum Q-Learning with Cyclic Data Re-uploading. IJCNN 2024: 1-9- [i7]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Andreas K. Maier:
Qiskit-Torch-Module: Fast Prototyping of Quantum Neural Networks. CoRR abs/2404.06314 (2024) - [i6]Maniraman Periyasamy, Axel Plinge, Christopher Mutschler, Daniel D. Scherer, Wolfgang Mauerer:
Guided-SPSA: Simultaneous Perturbation Stochastic Approximation assisted by the Parameter Shift Rule. CoRR abs/2404.15751 (2024) - 2023
- [j3]Maja Franz
, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer:
Uncovering instabilities in variational-quantum deep Q-networks. J. Frankl. Inst. 360(17): 13822-13844 (2023) - [j2]Christian Ufrecht, Maniraman Periyasamy, Sebastian Rietsch, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Cutting multi-control quantum gates with ZX calculus. Quantum 7: 1147 (2023) - [c2]Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-Based Gradients. QCE 2023: 450-456 - [i5]Marco Wiedmann, Marc Hölle, Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
An Empirical Comparison of Optimizers for Quantum Machine Learning with SPSA-based Gradients. CoRR abs/2305.00224 (2023) - [i4]Maniraman Periyasamy, Marc Hölle, Marco Wiedmann, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Batch Quantum Reinforcement Learning. CoRR abs/2305.00905 (2023) - 2022
- [j1]Maniraman Periyasamy, AmirAbbas Davari, Thorsten Seehaus, Matthias Braun, Andreas Maier, Vincent Christlein:
How to Get the Most Out of U-Net for Glacier Calving Front Segmentation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1712-1723 (2022) - [c1]Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Incremental Data-Uploading for Full-Quantum Classification. QCE 2022: 31-37 - [i3]Maja Franz, Lucas Wolf, Maniraman Periyasamy, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler, Wolfgang Mauerer:
Uncovering Instabilities in Variational-Quantum Deep Q-Networks. CoRR abs/2202.05195 (2022) - [i2]Maniraman Periyasamy, Nico Meyer, Christian Ufrecht, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
Incremental Data-Uploading for Full-Quantum Classification. CoRR abs/2205.03057 (2022) - [i1]Nico Meyer, Christian Ufrecht, Maniraman Periyasamy, Daniel D. Scherer, Axel Plinge, Christopher Mutschler:
A Survey on Quantum Reinforcement Learning. CoRR abs/2211.03464 (2022)
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